# AI Startups That Do the Back Office Work Pull Nine Figure Rounds - The Raise - Week of July 19, 2026 > Startups and venture newsletter for the week of Jul 13 to 19, 2026. The week's biggest checks went to AI startups that do the actual back-office work of audit, insurance, personal-injury law, and medical notes, from Abridge's $316M round to FieldGuide and EvenUp, plus a Navy SEAL who heard no 55 times before building a $2 billion defense company and a founder ripping out his $600,000 Salesforce contract. ## The Raise ### Week of Jul 13–19, 2026: AI Startups That Do the Back Office Work Pull Nine Figure Rounds --- *The week's biggest checks all went to the same idea: software that doesn't just help professionals do their jobs, but quietly does the job itself. Audit, insurance, personal-injury law, and doctors' notes all pulled nine-figure rounds. Plus: a Navy SEAL who heard "no" 55 times before building a $2 billion defense company, and a founder who is ripping out his $600,000 Salesforce contract for something his team built in two months.* If there was one theme running through the podcasts this week, it was this: a wave of startups are no longer selling tools to accountants, lawyers, brokers, and doctors. They are building AI "workers" that do 80-90% of the actual work, hand the rest to a licensed human for a signature, and charge for the outcome. Investors are pouring money in, and the numbers are getting large fast. ## This Week's Rounds - **Abridge, $316M Series E at a $5.3B valuation, led by Andreessen Horowitz.** Turns a doctor-patient conversation into a finished clinical note and files it straight into medical-records systems like Epic. Already used by 150+ health systems including Kaiser Permanente, the Mayo Clinic, and Johns Hopkins; roughly $100M in annual recurring revenue as of May, with a model trained on 1.5 million medical visits across 28 languages. *AI to ROI, "AI-Native Services: The $100B Disruption of Professional Services" (July 16).* - **Chai Discovery, $400M at a $3.8B valuation, led by Index, Kleiner Perkins, Sequoia, and Dimension.** Using AI to model biology and speed up drug discovery. The 20VC hosts flagged it as founder-friendly terms and the latest "hot round" in AI-for-science. *The Twenty Minute VC (20VC), "Apple Sues OpenAI | ...Greylock Raises New $1.5BN Fund" (July 16).* - **EvenUp, $385M total, including a $150M Series E at a $2B valuation, led by Bessemer.** AI for personal-injury law: it handles intake, reads medical records, drafts demand letters, and evaluates cases. Now processing about 10,000 cases a week (double the rate of six months ago) for 2,000+ law firms. *AI to ROI (July 16).* - **Emergent, $130M Series C at a $1.5B valuation.** A platform that lets non-technical business owners describe an app in plain English and get a working custom CRM, ERP, or inventory tool. Founder Mukund Jha said almost 80% of users are non-technical, the company has 200,000 customers and over $100M in annual recurring revenue, split evenly across North America, Europe, and Asia. *TBPN, "Stripe x PayPal, Codex Micro, Saagar Enjeti Joins..." (July 15).* - **FieldGuide, $75M Series C at a $700M valuation, led by Goldman Sachs.** AI agents that do the grunt work of an audit: evidence testing, drafting procedures, documentation. About half of the top 100 US accounting firms use it, including KPMG, RSM, and Baker Tilly. Founded by a former CPA (Jin Chang); a quarter of the team are former auditors. *AI to ROI (July 16).* - **Oak, $60M, emerging from stealth.** Building a shared "identity layer" so that AI agents and humans can be verified and trusted online (oak.id). One of several startups the hosts noted racing into the new problem of "who is this agent, and is it allowed to do this?" *This Week in Startups, "A Startup Is Trying to Buy PayPal… Craziest Deal of 2026! | E2312" (July 15).* - **Miles Wang's drug-discovery startup, reportedly ~$200M at a ~$2B valuation (not yet closed).** A new company from an OpenAI researcher applying AI to drug discovery. The Equity hosts called it "a classic startup funding announcement in that it's like, sounds cool if they can pull it off", a big bet largely on the founder's pedigree, with few details public yet. *Equity, "Apple's lawsuit couldn't come at a worse time for OpenAI" (July 17).* - **Junyang Lin's new AI lab, first fundraise at roughly a $2B post-money valuation.** Lin was the lead researcher on Alibaba's Qwen models and has struck out on his own. *Analyse Podcast, "How to Actually Read China's AI Ecosystem with Jing Yang" (July 15).* A quick read on the theme: on AI to ROI, the hosts pointed out that the real moat for these companies is not the AI model (anyone can use Claude, GPT, or Gemini) but the proprietary data they build up over time, every settled case, completed audit, or processed claim makes the next one better. Their warning sign to watch for: if a company's gross margins fall as it grows, it means humans are quietly propping up the AI rather than the AI doing the work. ## Founder Story of the Week **Brandon Tseng, co-founder of Shield AI.** *Founder's Story, "He Got 30 Investor Rejections, Then Built a $2B Defense AI Company | Ep. 420" (July 15).* Brandon Tseng is a former Navy SEAL who started Shield AI in 2015 to build autonomous systems, self-flying drones and aircraft, for the military, at a time when "defense tech" barely existed as an investment category. This week's episode is a clear-eyed walk through just how brutal the early fundraising was, and it is the best founder-journey listen of the week. **The rejection math.** Tseng is refreshingly precise about how badly it went at first: > "In 2015, we went up to Silicon Valley, August 2015, met with 30 investors. Every single one of them said no. In 2016, we met with another like 25 investors, and 2 of them said yes. And then because those 2 had said yes, one more said yes." That third yes turned the two into a seed round led by **Homebrew, Bloomberg Beta, and Founder Collective**. So the tally was 55 pitches and 3 yeses to get the company off the ground. His takeaway, borrowed, he says, from his board member Peter Levine at Andreessen Horowitz, is that the arithmetic of fundraising is one-sided in the founder's favor: "You can have 100 nos, but if you have one yes, now you have the opportunity to go prove the other investors wrong." He adds that the sting never fully goes away: "Whether you're raising your first million dollars or... we just closed a $2 billion round, you're still getting told no's all the time." **Why he thought he could do it.** Tseng credits two sources of confidence: a mother who insisted her kids could do anything ("Brandon, if you want to play in the NBA, you can play in the NBA"), and the SEAL teams, where surviving Hell Week gives you "a ton of self-assurance." He also makes a point most founders won't admit, that not knowing how hard it would be was itself an asset: "I tell everybody ignorance is a superpower of any entrepreneur, because you just don't know how hard something's going to be." **On what raising money actually feels like.** This is the part worth sitting with. Tseng flips the usual celebration on its head: > "The day you raise money is like one of the sadder days of the journey because you're just signing up for really, really incredible expectations... when you take on money, especially venture money, you are signing up for the varsity leagues, the pro leagues, which means you are going to deliver top 0.1% results. And that is a hard thing to do 11 years in a row." He describes it as debt of a personal kind, a duty to the investors who bet on him, and frames each year as "a championship season" the team has to win, over and over. **Where the company is now.** After that painful start, Shield AI has grown into a business that just raised **$2 billion**. Tseng says its VBAT drone helped the US Coast Guard interdict 100,000 pounds of narcotics last year (a record for the agency), and that its systems are flying missions daily across Ukraine, the Middle East, and the Asia-Pacific. His bigger prediction: "every modern military in the world in the next 5 years will declare that they're going to build a 1 million drone army", and since no one has a million pilots, that will require exactly the kind of AI and autonomy Shield AI sells. **On co-founding with family.** He built the company with his older brother and works with another brother too. His honest read: siblings communicate at "lightning-fast" speed and share values, but "I know exactly what is going to dig into him. He knows what's going to dig into me", which has produced some "very, very heated arguments." His rule for making it work is non-overlapping skill sets, and his model is Walt and Roy Disney (one creative, one operations). And, notably for a founder who just raised $2 billion, he says the money was never the point: "I don't think about (and this is something my dad always told us) never make your goal like making money. It's never been [about that] for anybody in our family." ## Also Heard **The wildest company story of the week: Curative's Fred Turner on 20VC.** *("$5BN in Revenue, 7 to 7,000 Employees in 9 Months, 206,000 Tests in a Single Day," July 18.)* Turner, an English founder in Silicon Valley, built a COVID-testing business from scratch when the pandemic hit, going from about 7 to 7,000 employees in nine months, testing a peak of **206,000 people in a single day** (December 2020), and doing roughly **$5 billion in revenue over three years**. To pull that off, he threw out the standard lab supply chain, sourcing swabs meant for electronics testing and sterilizing them, using cheaper glass-and-plastic filter plates instead of the magnetic beads everyone else was fighting over. When the pandemic faded, he pivoted the company into a health-insurance business now worth about $1.3 billion, plowing roughly $500 million of the testing profits into it. The part investors will replay: Turner is convinced AI is gutting the software he used to pay for. He is cutting about **80% of Curative's software-as-a-service spending**, and just cancelled a **$600,000-a-year Salesforce contract** in favor of an internal system his team "vibe-coded" (built quickly with AI) in two months. An in-house agent that verifies doctors' licenses took a process that used to take 2-3 months and cost ~$50 down to about 12 hours and 20 cents. Another agent named "Gwen" sends around 15,000 customized emails a day to negotiate contracts with medical providers, the team did 2,300 provider contracts in all of last year; Gwen alone has done 3,500 in the last eight weeks, at roughly $70 a contract versus $1,500-$2,000 when people did it. His spending on Anthropic's AI has "6x'd every month" from tens of thousands of dollars to millions a month. His blunt view on the giant incumbent insurers: "some of the biggest insurers will struggle... they will not be able to keep up from a margin standpoint." **A fundraising masterclass: TEM's Joe McDonald on 40 Minute Mentor.** *("The honest journey of taking on a trillion-dollar market," July 15, with investor Adam Chirkowski of AlbionVC.)* McDonald founded TEM in 2022 during the energy crisis, the spark was a friend in tears after her catering business's energy bill jumped ~400%, contrasted with an energy-trader friend who'd just been paid a £750,000 quarterly bonus. TEM has since gone from zero to nearly **£1 billion in gross revenue in 24 months** on its energy-trading platform, which McDonald says makes it one of the fastest-growing companies in Europe. His fundraising philosophy is quotable and useful for any founder: > "We raise money when we don't need it. Because the moment we start raising money in the windows where we need it, everything gets compressed, you rush... So for example, our Series B, we closed a $75 million round in two weeks. But we had spent four or five weeks blitzing preparation beforehand. And I'd been speaking to Paul from Lightspeed for nine months before that." His other rule: don't over-optimize for valuation. "Valuation means nothing until exit... don't be greedy." His investor Chirkowski added the tell he looks for in a founder, someone who has "lived the pain" of the problem, so they won't sell early: "I know Joe's not going to sell for 100 million because the problem won't have been solved... he'd have nicer sheets, but he'd be lying there going, I haven't solved the problem." **Raising your first $1 million: Laney Crowell of Saie Beauty on Social Currency.** *("Laney Crowell on Raising Her First $1 Million," July 14.)* Crowell set out to raise $1 million to launch her skincare-first makeup brand, and did it the hard way, in a market where, as she put it, "D2C was dead" and easy money for direct-to-consumer brands had dried up. She spent three months perfecting her pitch deck, then three "really, really intense" months fundraising, taking "10, 12 calls a day, back to back," and treating it as a numbers game. She sold about $30,000 of her own Estée Lauder stock to fund product development before the round closed ("I was terrified. It was hard to sleep at night") because she was "going to do it no matter what." A hard-won lesson she now preaches: most of her investors were men, and "it was difficult for me to explain that women care about the health of their skin." Unilever Ventures came in as an investor; Sephora reached out the day after that news broke, and Saie eventually launched in every Sephora door in April 2020, even as stores were closing for COVID. **Is seed investing dead? The 20VC crew on the barbell market.** On the same July 16 news episode, Rory O'Driscoll, Jason Lemkin, and Harry Stebbings dug into new data from Carta showing that while seed valuations overall are up 10-20%, the top ~5% of seed rounds are now hitting **$200 million valuations**, often "$200 million on $200 million" for new AI "neo-labs" that need huge amounts of capital just to start. In the same vein, Jason Calacanis is reportedly shifting his syndicate from early-stage into later-stage growth deals, which the hosts read as "a huge sign of the times", when growth-stage checks can 10x in a few years and the secondary market is unusually liquid, the appeal of being the lonely first believer fades. Meanwhile, **Greylock raised a new $1.5 billion fund** (its 18th), which the panel framed as a deliberately disciplined size for an early-stage firm that doesn't want to be forced into writing $200 million late-stage checks. **One more big number: DeepSeek's strange mega-round.** *(Analyse Podcast, July 15.)* Jing Yang of The Information detailed DeepSeek's first-ever outside raise, more than **$7.4 billion at a $50 billion-plus valuation**, making it China's most valuable AI startup. The structure is unusual: founder Liang Wenfeng wrote about two-fifths of the check himself, and most other investors (Tencent, JD.com, Alibaba, plus VC firm IDG Capital and China's National AI Fund) had to route their money through a limited partnership that Liang himself controls. Yang, who broke the story, admitted the deal was so strange that when she first tried to write it up, "my brain literally shut down for like five minutes because I don't know how to actually make sense of this." For a lab once celebrated for staying lean and refusing the compute-and-capital race, she called the U-turn "quite striking." --- ## Get the full transcripts on Matterfact This briefing was produced with Matterfact, which indexes the complete, full-text transcripts of 120M+ podcast episodes alongside SEC filings, earnings calls, and financial datasets. 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